Blog | QPR Software Plc

Untangling Supply Chain Complexity with Object-Centric Process Mining (OCPM)

Written by Jaakko Knuutinen | Apr 13, 2026

How to achieve true end-to-end process visibility across your operations

The Ripple Effect: Why a Small Delay Causes Big Problems

In manufacturing and supply chain, everything is connected. A single delayed component from a supplier can halt a production line, while a customer changing an order can disrupt an entire delivery schedule.

A quality issue in one batch of materials can affect dozens of products destined for customers around the world.

This is the ripple effect—and it’s a daily reality for manufacturers.

The problem isn’t a lack of data—companies have plenty of it in systems like SAP, Oracle, and others—but a lack of end-to-end process visibility across those systems.

The challenge is that the data is locked in silos. Procurement sees one part of the story, production sees another, and logistics sees a third.

Trying to see the full picture is like trying to understand a complex knot by looking at just one piece of string at a time.

What is Object-Centric Process Mining (OCPM)?

Object-Centric Process Mining (OCPM) is an advanced approach that analyzes multiple interconnected process objects—such as orders, deliveries, materials, and suppliers—within a single model.

In simple terms, OCPM helps organizations understand how processes interact—not just how they run individually.

OCPM does not replace traditional process mining—it extends it to match the complexity of modern operations.

This is especially critical in supply chains, where processes are inherently interconnected across systems, suppliers, and customers.

From a Single Thread to the Whole Knot: A New Way of Seeing

Traditional process analysis, often called "case-centric," is a powerful and widely used starting point. It provides a structured way to follow individual flows—such as tracking a single customer order from start to finish.

However, in a modern supply chain, one order is rarely an island. It may be split into multiple deliveries, or one shipment may include parts from several different orders.

This is where Object-Centric Process Mining adds a complementary layer of visibility—connecting processes that traditional approaches analyze separately.

Instead of looking at just one "thread," OCPM connects all relevant "objects"—orders, products, suppliers, materials, and shipments—and shows how they interact in real time.

In practice, this means you can analyze multiple related objects at once—for example, linking a single production order to multiple deliveries, suppliers, and materials within the same view.

With QPR’s OCPM capabilities, you can:

  • Trace Impact: See how a single delayed component affects multiple production orders and customer commitments.

  • Anticipate Delays: Understand how schedule changes create cascading effects across logistics.

  • Ensure Quality: Identify root causes by tracking materials across every product they impact.

It’s like having a microscope to see the details of a single thread, and a wide-angle lens to see the entire knot at once.

Making Complexity Simple and Actionable

Connecting every object in a supply chain sounds complex, but modern process intelligence platforms like QPR ProcessAnalyzer make it accessible. QPR automatically builds object-centric models directly from your ERP data without heavy data engineering.
What sets QPR apart is the ability to combine both traditional and object-centric process mining in one unified model.

  • One Unified Model: Seamlessly switch between case-centric and object-centric perspectives depending on the problem you’re solving.

  • Native in Snowflake: As the only solution running natively in the Snowflake AI Data Cloud, QPR analyzes your data exactly where it lives—ensuring maximum security and real-time insights.

Measurable Business Results with Object-Centric Process Mining

Leading global companies are already using Object-Centric Process Mining and process intelligence to achieve measurable results across their supply chains.

For manufacturers, this translates into tangible impact:

  • Identify True Bottlenecks Across Processes:
    A global paper and packaging manufacturer increased order line volume by 60% and reduced lead times by 55% by addressing the root causes of frequent order changes.
  • Harmonize Complex, Multi-System Operations:
    A global chemical manufacturer connected processes across SAP and other systems to standardize operations, increase automation, and reduce exceptions.
  • Improve On-Time Delivery with End-to-End Visibility:
    A telecommunications company monitored over 400 business rules across its supply chain to ensure efficiency, compliance, and reliable delivery performance.

These results are not achieved by analyzing processes in isolation—but by understanding how they interact.

Learn how top global manufacturers are transforming their supply chains

Why OCPM Matters Now

Modern business processes are no longer linear—they are interconnected networks.
This is why traditional analysis alone is no longer enough.

Object-Centric Process Mining provides a way to understand this complexity and turn it into actionable insight.

Typical use cases for OCPM in supply chains include:

  • order-to-cash analysis

  • supply chain optimization

  • production planning

  • logistics coordination

The Competitive Advantage Is Understanding

In today’s market, technology alone is no longer a competitive advantage. The real differentiator is understanding how your business actually operates across systems, teams, and processes.

The companies that succeed are not those with the most data—but those who understand how their processes truly work. When you can see the full network of your supply chain, you move from reactive firefighting to proactive optimization.

Instead of guessing, you identify root causes. Instead of reacting, you prevent issues before they happen.

This is the shift from traditional process analysis to true process intelligence.
If you're still analyzing processes one case at a time, you're only seeing part of the story.

Ready to See the Full Picture?

Untangle your supply chain complexity and gain true end-to-end visibility with Object-Centric Process Mining. Discover how your processes interact, identify hidden bottlenecks, and turn insights into measurable business impact.

Don’t settle for fragmented insights—unlock the power of complete process intelligence today.

 

 

Frequently Asked Questions about Object-Centric Process Mining

What is Object-Centric Process Mining (OCPM)?
OCPM is an advanced process mining approach that analyzes multiple interconnected process objects—such as orders, deliveries, materials, and suppliers—within a single, unified model. It reveals how different processes and objects interact with each other in real time.

How does OCPM differ from traditional process mining?
Traditional (case-centric) process mining follows a single flow, like a specific customer order from start to finish. OCPM goes a step further by connecting multiple related objects at once, showing the complex network of dependencies across systems and departments.

Do I need to replace my traditional process mining with OCPM?
No. OCPM does not replace traditional process mining; it extends it. Modern process intelligence platforms like QPR ProcessAnalyzer allow you to seamlessly combine both case-centric and object-centric perspectives in one model.

Why is OCPM especially important for supply chains?
Supply chains are highly interconnected. A delay in one component can cause a ripple effect across production and deliveries. OCPM provides the end-to-end visibility needed to trace these impacts, anticipate delays, and identify true bottlenecks rather than just analyzing isolated processes.